Open Source Ad Serving Platform with ML-Powered CTR Prediction | Self-hosted alternative to Google Ad Manager | Python, FastAPI, PyTorch

Advertisements delivery system. Moved to:

Server side component to offload prebid processing to the cloud

Real-Time Programmatic Advertising Analytics using Hadoop MapReduce, Kafka, and Python.

Bulk validation tool for AdOps to verify specific ads.txt and app-ads.txt lines across multiple domains. Features deep content parsing of Publisher IDs and Account Types with smart retry logic and Soft 404 detection. Supports CSV exports and error-only filtering for efficient inventory auditing.

A powerful Chrome Extension (Manifest V3) for AdOps to validate ads.txt and app-ads.txt files. It features real-time syntax checking, OWNERDOMAIN verification, and cross-referencing with sellers.json to identify missing IDs and configuration errors.

A simple Chrome extension for fast detection of missing sellers in ads.txt

AdOps reconciliation engine for automated discrepancy analysis. Compares internal (GAM) and external (SSP) revenue data, identifies impression/revenue gaps based on custom thresholds, and provides executive analytics dashboards using Streamlit and SQLAlchemy.

Batch-insert keyword tags into LinkedIn, Sales Navigator, and CRMs instantly. This extension automates repetitive typing by simulating real user input for curated lists of AdTech and Business terms across 6+ languages.

Professional AdOps utility for high-performance app-ads.txt validation. Features browser impersonation to bypass bot detection, multithreaded IAB compliance parsing, and "Soft 404" HTML detection. Optimized for bulk inventory auditing with direct CSV export.

Professional AdOps utility for automated IAB compliance validation of ads.txt and app-ads.txt files. Features real-time syntax error detection, supply chain visualization (DIRECT vs. RESELLER), and structured CSV exporting to streamline inventory auditing and partner management.

Enterprise AI/ML platform for programmatic advertising auction optimization. Features floor price prediction, RL bid optimization, anomaly detection, and privacy-preserving federated learning. Production-ready with comprehensive documentation.

Professional AdOps utility for high-performance bulk validation of ads.txt and app-ads.txt files. Features multithreaded scanning, "Soft 404" detection, and advanced error filtering to verify partner compliance across hundreds of domains simultaneously.

Performance debugging tool for AdOps and Developers to analyze .har network logs. It automatically isolates ad-tech requests, calculates latency metrics, and generates interactive waterfall visualizations to identify SSP or bidder bottlenecks.

🎯 Build and manage digital ads with OpenAdServer, an open-source platform featuring machine learning to enhance click-through rates for SMBs and startups.

Professional web application for auditing ads.txt and app-ads.txt files. It validates IAB standards compliance, detects syntax errors and duplicates, and provides analytics on account types and ad systems. Supports automated fetching, data filtering, and CSV/JSON exports.